{"id":"W4400914241","doi":"10.1016/j.envint.2024.108905","title":"Horizontal plasmid transfer promotes antibiotic resistance in selected bacteria in Chinese frog farms","year":2024,"lang":"en","type":"article","venue":"Environment International","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; Western University","funders":"National Natural Science Foundation of China; Li Ka Shing Foundation","keywords":"Mobile genetic elements; Plasmid; Biology; Horizontal gene transfer; Antibiotic resistance; Microbiome; Escherichia coli; Bacteria; Microbiology; Genetics; Ecology; Genome; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000269916,0.0003043761,0.0003712762,0.001050348,0.0007645153,0.0006404275,0.0002558551,0.0004836752,0.00153746],"category_scores_gemma":[0.0004518518,0.0002897374,0.0005334757,0.0008294157,0.0004095655,0.0004505569,0.0007794154,0.0003793055,0.0001536904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005809239,"about_ca_system_score_gemma":0.000719975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008155504,"about_ca_topic_score_gemma":0.007298244,"domain_scores_codex":[0.9995951,0.00003572823,0.00003420623,0.0001389946,0.00008323931,0.0001126798],"domain_scores_gemma":[0.999697,0.00003326491,0.0001269176,0.00002554514,0.00004821776,0.00006903148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002898476,0.0002476935,0.4948627,0.0001978456,0.00008489721,0.001660048,0.001770648,0.00030905,0.4878084,0.0003321348,0.0002344049,0.01220239],"study_design_scores_gemma":[0.00002039201,0.0002397805,0.9840273,0.00001831376,0.00005397606,0.0007697513,0.00113429,0.0008157074,0.0120301,0.0001252674,0.0007398575,0.0000252573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995537,0.00007387317,0.0001277835,0.0000201133,0.00000181732,0.000006948639,0.00004464528,0.00000400006,0.0001670867],"genre_scores_gemma":[0.9989663,0.0001212944,0.0002949776,0.00003527073,0.000003858885,0.0000137428,0.0001603194,0.000002422205,0.0004019705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008155504,"threshold_uncertainty_score":0.01621604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009221125542790521,"score_gpt":0.2503780223736455,"score_spread":0.2411568968308549,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}